activity
20182022
most citedBounce and Learn: Modeling Scene Dynamics with Real-World Bounces

8 citations · 8 across the 3 of their papers we have counts for

collaborators

7 papers

cs.GR2022

Mixed Variational Finite Elements for Implicit, General-Purpose Simulation of Deformables

Ty Trusty, Danny M. Kaufman, David I W Levin

We propose and explore a new, general-purpose method for the implicit time integration of elastica. Key to our approach is the use of a mixed variational principle. In turn its fin…

cs.GR2022

Affine Body Dynamics: Fast, Stable & Intersection-free Simulation of Stiff Materials

Lei Lan, Danny M. Kaufman, Minchen Li +2

Simulating stiff materials in applications where deformations are either not significant or can safely be ignored is a pivotal task across fields. Rigid body modeling has thus long…

cs.GR2020

Codimensional Incremental Potential Contact

Minchen Li, Danny M. Kaufman, Chenfanfu Jiang

We extend the incremental potential contact (IPC) model for contacting elastodynamics to resolve systems composed of codimensional DOFs in arbitrary combination. This enables a uni…

cs.GR2019

Hierarchical Optimization Time Integration for CFL-rate MPM Stepping

Xinlei Wang, Minchen Li, Yu Fang +5

We propose Hierarchical Optimization Time Integration (HOT) for efficient implicit time-stepping of the Material Point Method (MPM) irrespective of simulated materials and conditio…

cs.CV2019

Neural Re-Simulation for Generating Bounces in Single Images

Carlo Innamorati, Bryan Russell, Danny M. Kaufman +1

We introduce a method to generate videos of dynamic virtual objects plausibly interacting via collisions with a still image's environment. Given a starting trajectory, physically s…

cs.CV20198 cited

Bounce and Learn: Modeling Scene Dynamics with Real-World Bounces

Senthil Purushwalkam, Abhinav Gupta, Danny M. Kaufman +1

We introduce an approach to model surface properties governing bounces in everyday scenes. Our model learns end-to-end, starting from sensor inputs, to predict post-bounce trajecto…